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Structural Deterrence
Russian offensive planning at the operational level remains disciplined on paper: groupings are sequenced, axes are assigned, objectives are staggered. What the discipline is not is well-manned. I read the shift to two- and three-man infiltration teams on motorcycles and ATVs as less a sign of tactical innovation than of a manpower deficit that organization is straining to hide. On Kramatorsk specifically, that gap keeps producing the same effect: AFU's ability to hold separate sections of the front independently forces Russian formations to compensate for each other's failures, and that compensation creates new stalls. I call it structural deterrence โ not deterrence in the conventional sense, and not a doctrine, but the byproduct of asking an undermanned army to keep a sequenced plan on schedule.
Russian offensive planning at the operational level remains disciplined on paper: groupings are sequenced, axes are assigned, objectives are staggered. What the discipline is not is well-manned. I read the shift to two- and three-man infiltration teams on motorcycles and ATVs as less a sign of tactical innovation than of a manpower deficit that organization is straining to hide. On Kramatorsk specifically, that gap keeps producing the same effect: AFU's ability to hold separate sections of the front independently forces Russian formations to compensate for each other's failures, and that compensation creates new stalls. I call it structural deterrence โ not deterrence in the conventional sense, and not a doctrine, but the byproduct of asking an undermanned army to keep a sequenced plan on schedule.
As I see it, the Kramatorsk operational problem is distributed across three Russian groupings โ West, Center, and South โ with elements of at least four combined-arms armies involved across the wider axis. The northern claw โ the West grouping's 20th and 25th CAAs โ was tasked with enveloping Lyman. Mashovets and ISW have tracked both armies bogged down in tactical engagements there since spring, unable to generate the concentration of force needed for a decisive assault on the city. That failure didn't stay contained; in a coupled system it rarely does.
The Center grouping's answer, in effect, is Dobropillia, pushing north as the Lyman operation stalls, with the 51st Guards CAA carrying the sector. Whether that push extends toward Barvinkove I can't confirm from open reporting yet; it's the logical next reach given the geometry, not an observed fact. The 8th CAA, which sits closest to support such an extension from the south, has instead been heavily committed around Kostiantynivka, alongside elements of the 3rd Army Corps. That commitment, in my read, has limited its ability to shift mass north, leaving the 51st CAA carrying much of the Dobropillia axis largely on its own. Gerasimov told Putin the city was fully taken on July 3; ISW assessed that claim as premature, with fighting and Ukrainian positions still reported in and around the city afterward. If the 8th CAA is genuinely now available to reinforce Dobropillia, that availability is only weeks old and still disputed. And on the Ukrainian side I keep seeing the same pattern of scrambling whatever is available to plug a gap: marine brigades, Azov Corps units, airborne and National Guard elements have all been rushed into the Pokrovsk-Dobropillia sector piecemeal since the original breakthrough there, the way you'd use whatever patching material is on hand rather than what the job actually calls for.
@RudyBrownsfla @Acyn 1/ Yeah, the US is an empire. The fact that most people don't know this is scary. We were doing the same thing to Syria since we invaded it under Obama. The US has overthrown about 80 govs since 1880 and successfully installed dictatorships 75% of the time. 40 of them were
@RudyBrownsfla @Acyn 2/ democracies prior. Clinton's leaked emails revealed we overthrew Libyas government because they were creating a pan-African bank that would have weakened the imf in Africa. The US has stipulations in the imf that keep countries we destabilize from developing their own
@RudyBrownsfla @Acyn 3/ infrastructure so they stay dependent on our corporations. Iran used to be a democracy, Syria used to be a democracy. We desperately need to revolt.
Here are the things plaguing Wildberries ecosystem right now:
Customers from Belarus have been waiting for their deliveries for 6 days. Nothing is arriving.
Customers from Belarus have been waiting for their deliveries for 6 days. Nothing is arriving.
Sellers around Moscow and Western Russia can't get their goods out of warehouses and pick up points in that part of the country are overloaded. People were doing either a firesale or desperately trying to get cargo out. And even that costs money.
Pick up points in Southern Russia that were served by Krasnodar and Stavropol have the opposite problem, they haven't received any deliveries for days and are generating no revenue. These are separate private companies operating at a loss now.
Costco membership costs $60-$120/year.
Most members use 2 things: bulk groceries and the $1.50 hot dog.
That's a $130 membership doing the job of a warehouse punch card.
Costco doesn't advertise the rest. There's no push notification saying "you left $1,000+ in benefits unclaimed this year."
And at least 3 of those benefits reset every single month. If you don't use them in the window, they're gone. No rollover. No refund. Just gone.
Costco is counting on you not knowing where to look.
Here are the 12 Costco benefits most members have never activated โ including the ones that reset monthly ๐งต
Most members use 2 things: bulk groceries and the $1.50 hot dog.
That's a $130 membership doing the job of a warehouse punch card.
Costco doesn't advertise the rest. There's no push notification saying "you left $1,000+ in benefits unclaimed this year."
And at least 3 of those benefits reset every single month. If you don't use them in the window, they're gone. No rollover. No refund. Just gone.
Costco is counting on you not knowing where to look.
Here are the 12 Costco benefits most members have never activated โ including the ones that reset monthly ๐งต
THE BENEFITS THAT RESET MONTHLY (claim these first)
1. The Member-Only Savings booklet โ instant discounts on 80-150 items. New book, new window, every month.
This isn't a coupon you clip. It's automatic. During the printed window (usually ~4 weeks), featured items are simply cheaper at checkout. No code, no app, no barcode.
Supplements, OTC meds, appliances, seasonal gear โ often $3 to $100+ off per item, sometimes stacking (buy more, save more).
Miss the window and the discount is gone. A new book replaces it. The old savings don't come back.
Most members never open the booklet โ or don't realize the mailer even matters.
Value lost if ignored: $200-500/year in discounts you were already going to buy.
1. The Member-Only Savings booklet โ instant discounts on 80-150 items. New book, new window, every month.
This isn't a coupon you clip. It's automatic. During the printed window (usually ~4 weeks), featured items are simply cheaper at checkout. No code, no app, no barcode.
Supplements, OTC meds, appliances, seasonal gear โ often $3 to $100+ off per item, sometimes stacking (buy more, save more).
Miss the window and the discount is gone. A new book replaces it. The old savings don't come back.
Most members never open the booklet โ or don't realize the mailer even matters.
Value lost if ignored: $200-500/year in discounts you were already going to buy.
2. Executive members get a $10 monthly credit on Same-Day Delivery (powered by Instacart) on orders of $150+.
It resets on the 1st. It does not roll over. If you don't place a qualifying order that month, the $10 evaporates.
Most Executive members don't even know this exists โ they're paying the extra $65/year upgrade and never touching the one benefit designed to pay it back the fastest.
Use it every month: $120/year clawed back, just for ordering groceries you'd order anyway.
It resets on the 1st. It does not roll over. If you don't place a qualifying order that month, the $10 evaporates.
Most Executive members don't even know this exists โ they're paying the extra $65/year upgrade and never touching the one benefit designed to pay it back the fastest.
Use it every month: $120/year clawed back, just for ordering groceries you'd order anyway.
๐งตA RUNNING THREAD - MASSACRE IN TEL
A large group of settler terrorists, including many children, went out from the Havat Gilad settlement in the West Bank to an organized pogrom in the nearby Palestinian village of Tel in the West Bank. While attacking the locals, one of the victims managed to grab his attacker's weapon, and shot him to death before being martyred, to the sound of settlers cheering and yelling "ARAB DOWN" and "REVENGE". One of the settlers then continued to execute three more Palestinians in cold blood, while soldiers were standing and watching from the side.
A large group of settler terrorists, including many children, went out from the Havat Gilad settlement in the West Bank to an organized pogrom in the nearby Palestinian village of Tel in the West Bank. While attacking the locals, one of the victims managed to grab his attacker's weapon, and shot him to death before being martyred, to the sound of settlers cheering and yelling "ARAB DOWN" and "REVENGE". One of the settlers then continued to execute three more Palestinians in cold blood, while soldiers were standing and watching from the side.
The Nuclear Family is a Technology of Western Civilization โ So It Needs to Be Destroyed With All the Others.
The nuclear family is not a natural unit. It is a technology โ the most successful child-rearing, wealth-transmitting, civilization-building technology ever developed. And like every other Western technology that works, it is currently being systematically dismantled.
1. Every society in history has organized reproduction and child-rearing somehow. The Eastern clan, the tribe, the loyalty network โ these are the alternatives. They work, up to a point, for the societies that run on them. They produce strong internal solidarity and fierce external competition. They also produce nepotism over meritocracy, loyalty over competence, the network over the individual. Low-trust societies stay small and family-based โ unable to build the large institutions, the corporations, the rule of law that require trust between strangers. The nuclear family is the Western solution: small enough to invest maximally in children, open enough to produce citizens who can cooperate beyond the clan.
2. It is a technology in the precise sense: a solution to a problem, developed through trial and error over millennia, encoding accumulated wisdom that is not immediately visible to those who inherit it. It aligned incentives with extraordinary precision โ the man invested in children he was certain were his, the woman had a committed partner for the most vulnerable years, the children had two adults with maximum skin in the game. And crucially: it introduced a free market for mating rather than arranged marriage. Individuals chose their partners โ which meant attraction, compatibility, and genuine commitment rather than clan negotiation. The most intimate human bond brought into the competitive, meritocratic framework that produces everything else the West does well.
3. The attack follows the standard pattern. Reframe the technology as oppression. Celebrate the alternatives as liberation. Restructure the incentives โ welfare systems that replace the husband, legal systems that make marriage a liability for men, cultural systems that mock the committed father. Then watch the institution dissolve.
4. The data is not ambiguous. Children raised by married biological parents outperform children from every other arrangement on every measurable outcome. This is one of the largest and most replicated findings in social science. The nuclear family is not one lifestyle choice among many equivalent options. It is the arrangement that produces the best human beings at scale. Which is precisely why it had to go.
5. The deepest damage is not measurable. The nuclear family was the primary transmission mechanism of civilization โ values, habits, language, culture, and identity passed from one generation to the next in the most intensive possible environment. Destroy this transmission mechanism and you donโt just produce worse outcomes for individuals. You break the chain. The torch cannot change hands if the hands are gone.
6. The replacement is the state. When the family dissolves, the state expands to fill the functions the family performed. This is not a coincidence. It is the design. Tocqueville described it: the soft despotism that replaces every horizontal bond with a vertical dependency on the government shepherd. The nuclear family was the primary horizontal bond. Its dissolution is the prerequisite for the complete vertical dependency the administrative state requires.
7. The nuclear family is not a conservative preference or a religious requirement. Defend it not because it is traditional. Defend it because it works โ and because what is offered in its place doesnโt. The clan and the tribe produce loyalty. The administrative state produces dependency. The nuclear family, with its free market for mating and its maximum investment in the next generation, produces citizens. That is the one thing the system replacing it cannot afford to produce.
The nuclear family is not a natural unit. It is a technology โ the most successful child-rearing, wealth-transmitting, civilization-building technology ever developed. And like every other Western technology that works, it is currently being systematically dismantled.
1. Every society in history has organized reproduction and child-rearing somehow. The Eastern clan, the tribe, the loyalty network โ these are the alternatives. They work, up to a point, for the societies that run on them. They produce strong internal solidarity and fierce external competition. They also produce nepotism over meritocracy, loyalty over competence, the network over the individual. Low-trust societies stay small and family-based โ unable to build the large institutions, the corporations, the rule of law that require trust between strangers. The nuclear family is the Western solution: small enough to invest maximally in children, open enough to produce citizens who can cooperate beyond the clan.
2. It is a technology in the precise sense: a solution to a problem, developed through trial and error over millennia, encoding accumulated wisdom that is not immediately visible to those who inherit it. It aligned incentives with extraordinary precision โ the man invested in children he was certain were his, the woman had a committed partner for the most vulnerable years, the children had two adults with maximum skin in the game. And crucially: it introduced a free market for mating rather than arranged marriage. Individuals chose their partners โ which meant attraction, compatibility, and genuine commitment rather than clan negotiation. The most intimate human bond brought into the competitive, meritocratic framework that produces everything else the West does well.
3. The attack follows the standard pattern. Reframe the technology as oppression. Celebrate the alternatives as liberation. Restructure the incentives โ welfare systems that replace the husband, legal systems that make marriage a liability for men, cultural systems that mock the committed father. Then watch the institution dissolve.
4. The data is not ambiguous. Children raised by married biological parents outperform children from every other arrangement on every measurable outcome. This is one of the largest and most replicated findings in social science. The nuclear family is not one lifestyle choice among many equivalent options. It is the arrangement that produces the best human beings at scale. Which is precisely why it had to go.
5. The deepest damage is not measurable. The nuclear family was the primary transmission mechanism of civilization โ values, habits, language, culture, and identity passed from one generation to the next in the most intensive possible environment. Destroy this transmission mechanism and you donโt just produce worse outcomes for individuals. You break the chain. The torch cannot change hands if the hands are gone.
6. The replacement is the state. When the family dissolves, the state expands to fill the functions the family performed. This is not a coincidence. It is the design. Tocqueville described it: the soft despotism that replaces every horizontal bond with a vertical dependency on the government shepherd. The nuclear family was the primary horizontal bond. Its dissolution is the prerequisite for the complete vertical dependency the administrative state requires.
7. The nuclear family is not a conservative preference or a religious requirement. Defend it not because it is traditional. Defend it because it works โ and because what is offered in its place doesnโt. The clan and the tribe produce loyalty. The administrative state produces dependency. The nuclear family, with its free market for mating and its maximum investment in the next generation, produces citizens. That is the one thing the system replacing it cannot afford to produce.
The rest of the series is under this post:
LMFAO and people call me weird and think I am up to no good well they don't say it I just can sense they are thinking it but seriously today fucking hell....... ๐คทโโ๏ธ๐คทโโ๏ธ๐คทโโ๏ธ๐คทโโ๏ธ๐คทโโ๏ธ
@SurreyRCMP @surreyps @LangleyRCMP
@ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242
@ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242
@SurreyRCMP @surreyps @LangleyRCMP @ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242 @threadreaderapp unroll
#SupremeCourt hears PIL seeking to restrain livestream and video circulation of court proceedings
Sr Adv Vikas Singh: Livestream - personally I don't see any problem
CJI Kant: Now this forces everyone to read things
J Bagchi: Regulating data is one of the biggest challenges in digital space...so we should ensure limited access and therefore restrict live stream itself. Parties must expressly make prayer that I want to see...IT CAN'T BE 24/7 ENTERTAINMENT CHANNEL BY COURT
Singh flags what happened in J KV Viswanathan's court: it has become a joke.
Sr Adv Vikas Singh: Livestream - personally I don't see any problem
CJI Kant: Now this forces everyone to read things
J Bagchi: Regulating data is one of the biggest challenges in digital space...so we should ensure limited access and therefore restrict live stream itself. Parties must expressly make prayer that I want to see...IT CAN'T BE 24/7 ENTERTAINMENT CHANNEL BY COURT
Singh flags what happened in J KV Viswanathan's court: it has become a joke.
SG Tushar Mehta backs Singh's submissions
Issue of short clips of court proceedings circulating without context flagged
SG: Suppose your lordships are saying something to me and I am responding...there are AI tools...with same lip movement, my and your lordships' words can be changed in our respective voices
CJI - In print forum, I have already experienced. What I never said was thrusted upon me by these people
Singh presses for interim order
SG: In some HCs, some people try to be social media celebrities
CJI: Current example is day before. Morning, mentioning is made before me. Till today 10 AM, no petition is filed. Can an application sent to Secy General be entertained as a writ petition?
Singh: A petition was pending on that in Delhi HC. Probably lawyer did not know HC was seized of issue
SG: He does it every time. Background only lawyers would know.
Issue of short clips of court proceedings circulating without context flagged
SG: Suppose your lordships are saying something to me and I am responding...there are AI tools...with same lip movement, my and your lordships' words can be changed in our respective voices
CJI - In print forum, I have already experienced. What I never said was thrusted upon me by these people
Singh presses for interim order
SG: In some HCs, some people try to be social media celebrities
CJI: Current example is day before. Morning, mentioning is made before me. Till today 10 AM, no petition is filed. Can an application sent to Secy General be entertained as a writ petition?
Singh: A petition was pending on that in Delhi HC. Probably lawyer did not know HC was seized of issue
SG: He does it every time. Background only lawyers would know.
Notice issued
On oral mentioning, High Courts also impleaded
Order: Union will put up a proposal wrt the nodal ministries to give effect to the prayers made in the petition
Singh presses for interim order
SG: I join Mr Singh
Singh: Even this hearing may be misinterpreted
Order: HCs to submit report on adoption of [...] circulated by this court. They will also explain impact of continuous live streaming
J Bagchi: Requests are made for online access. That link is shared. That also has to be regulated
Singh: It's being used to show I argued this or that
SG - Facebook and Instagram full of such clips
J Bagchi - We cannot stop demon which is out of bag.
On oral mentioning, High Courts also impleaded
Order: Union will put up a proposal wrt the nodal ministries to give effect to the prayers made in the petition
Singh presses for interim order
SG: I join Mr Singh
Singh: Even this hearing may be misinterpreted
Order: HCs to submit report on adoption of [...] circulated by this court. They will also explain impact of continuous live streaming
J Bagchi: Requests are made for online access. That link is shared. That also has to be regulated
Singh: It's being used to show I argued this or that
SG - Facebook and Instagram full of such clips
J Bagchi - We cannot stop demon which is out of bag.
SitRep - 23/07/26 - A Su-57 crashed
An overview of the daily events in Russiaโs invasion of Ukraine. Today, a Russian Su-57 crashed in the Moscow region. According to Russia due to a โmalfunctionโ.
REPOST=appreciated
1/X
An overview of the daily events in Russiaโs invasion of Ukraine. Today, a Russian Su-57 crashed in the Moscow region. According to Russia due to a โmalfunctionโ.
REPOST=appreciated
1/X
Missed the latest?
As usual we start with Russian losses
๐ญ๐ฌ ๐๐๐๐ป๐ฐ ๐ ๐ถ๐๐๐ฎ๐ธ๐ฒ๐ ๐๐ถ๐น๐น๐ถ๐ป๐ด ๐ฌ๐ผ๐๐ฟ ๐๐ฆ๐ฃ.๐ก๐๐ง ๐๐ผ๐ฟ๐ฒ ๐๐ฝ๐ฝ
I've reviewed dozens of .NET Core backends that suffered mysterious slowdowns and memory spikes.
Every time, the root cause was the same: bad async code.
These async mistakes aren't obvious.
They don't throw errors. They just slowly kill your app.
Here are the 10 most common async pitfalls I see (and how to fix them):
Stop making these costly errors ๐
๐ญ/ ๐ก๐ผ๐ ๐๐๐ถ๐ป๐ด ๐๐ฎ๐ป๐ฐ๐ฒ๐น๐น๐ฎ๐๐ถ๐ผ๐ป๐ง๐ผ๐ธ๐ฒ๐ป
โณ Requests keep running after clients disconnect
โณ Wasted CPU cycles and memory leaks
โ Always pass CancellationToken through your async chain
๐ฎ/ ๐๐น๐ผ๐ฐ๐ธ๐ถ๐ป๐ด ๐ผ๐ป ๐ฎ๐๐๐ป๐ฐ ๐ฐ๐ผ๐ฑ๐ฒ
โณ Using .Result, Wait(), GetAwaiter() .GetResult()
โณ Thread pool starvation = application freezes
โ Use await consistently, never block on async calls
๐ฏ/ ๐ก๐ผ ๐๐ถ๐บ๐ฒ๐ผ๐๐๐ ๐ผ๐ป ๐ผ๐๐๐ฏ๐ผ๐๐ป๐ฑ ๐ฟ๐ฒ๐พ๐๐ฒ๐๐๐
โณ HttpClient calls hang forever waiting for responses
โณ Resource exhaustion brings down your entire service
โ Set HttpClient .Timeout and use CancellationTokenSource with timeout
๐ฐ/ ๐ก๐ผ๐ ๐บ๐ฎ๐ธ๐ถ๐ป๐ด ๐๐ต๐ฒ ๐ฒ๐ป๐๐ถ๐ฟ๐ฒ ๐ฐ๐ฎ๐น๐น ๐ฐ๐ต๐ฎ๐ถ๐ป ๐ฎ๐๐๐ป๐ฐ
โณ Mixing sync/async patterns breaks everything
โณ Deadlocks and poor scalability under load
โ Go async all the way: controller โ service โ repository
๐ฑ/ ๐จ๐๐ถ๐ป๐ด ๐ง๐ฎ๐๐ธ.๐ฅ๐๐ป ๐ถ๐ป๐๐ถ๐ฑ๐ฒ ๐ฐ๐ผ๐ป๐๐ฟ๐ผ๐น๐น๐ฒ๐ฟ๐/๐๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ๐
โณ Offloading I/O work to thread pool unnecessarily
โณ Context switching overhead kills performance
โ Use Task .Run only for CPU-intensive work, not I/O operations
๐ฒ/ ๐๐๐ณ๐ณ๐ฒ๐ฟ๐ถ๐ป๐ด ๐ต๐๐ด๐ฒ ๐ฝ๐ฎ๐๐น๐ผ๐ฎ๐ฑ๐ ๐ถ๐ป๐๐๐ฒ๐ฎ๐ฑ ๐ผ๐ณ ๐๐๐ฟ๐ฒ๐ฎ๐บ๐ถ๐ป๐ด
โณ Loading 500MB responses into memory at once
โณ OutOfMemoryException crashes your app
โ Use IAsyncEnumerable and Stream .CopyToAsync instead
๐ณ/ ๐จ๐๐ถ๐ป๐ด ๐ง๐ฎ๐๐ธ.๐ช๐ต๐ฒ๐ป๐๐น๐น ๐๐ถ๐๐ต๐ผ๐๐ ๐น๐ถ๐บ๐ถ๐๐
โณ Firing 1000 concurrent requests to external APIs
โณ Rate limiting and cascade failures
โ Control concurrency with small chunks or Parallel .ForEachAsync
๐ด/ ๐ง๐ต๐ฒ ๐ฎ๐๐๐ป๐ฐ ๐๐ผ๐ถ๐ฑ ๐๐ฟ๐ฎ๐ฝ
โณ async void methods outside event handlers
โณ Unhandled exceptions crash your entire process
โ Always return Task or Task from async methods
๐ต/ ๐๐ถ๐ฟ๐ฒ-๐ฎ๐ป๐ฑ-๐ณ๐ผ๐ฟ๐ด๐ฒ๐ ๐ฑ๐ถ๐๐ฎ๐๐๐ฒ๐ฟ๐
โณ Starting background tasks without proper tracking
โณ Silent failures and resource leaks everywhere
โ Use OutBox or BackgroundService to process background tasks
๐ญ๐ฌ/ ๐ ๐ถ๐๐๐ถ๐ป๐ด ๐๐ผ๐ป๐ณ๐ถ๐ด๐๐ฟ๐ฒ๐๐๐ฎ๐ถ๐(๐ณ๐ฎ๐น๐๐ฒ)
โณ Library code captures synchronization context unnecessarily
โ Use ConfigureAwait(false) in all library async methods
๐ Join ๐ฎ๐ฑ,๐ฌ๐ฌ๐ฌ+ people in my .NET Newsletter. Weekly best practices, real-world examples, and pro tips to craft better software today!
๐๐ผ๐ป๐๐: every subscriber gets a PDF with 200+ .NET interview questions
โ
โป๏ธ Repost to help others avoid common async mistakes
โ Follow me ( @AntonMartyniuk ) to improve your .NET Skills
I've reviewed dozens of .NET Core backends that suffered mysterious slowdowns and memory spikes.
Every time, the root cause was the same: bad async code.
These async mistakes aren't obvious.
They don't throw errors. They just slowly kill your app.
Here are the 10 most common async pitfalls I see (and how to fix them):
Stop making these costly errors ๐
๐ญ/ ๐ก๐ผ๐ ๐๐๐ถ๐ป๐ด ๐๐ฎ๐ป๐ฐ๐ฒ๐น๐น๐ฎ๐๐ถ๐ผ๐ป๐ง๐ผ๐ธ๐ฒ๐ป
โณ Requests keep running after clients disconnect
โณ Wasted CPU cycles and memory leaks
โ Always pass CancellationToken through your async chain
๐ฎ/ ๐๐น๐ผ๐ฐ๐ธ๐ถ๐ป๐ด ๐ผ๐ป ๐ฎ๐๐๐ป๐ฐ ๐ฐ๐ผ๐ฑ๐ฒ
โณ Using .Result, Wait(), GetAwaiter() .GetResult()
โณ Thread pool starvation = application freezes
โ Use await consistently, never block on async calls
๐ฏ/ ๐ก๐ผ ๐๐ถ๐บ๐ฒ๐ผ๐๐๐ ๐ผ๐ป ๐ผ๐๐๐ฏ๐ผ๐๐ป๐ฑ ๐ฟ๐ฒ๐พ๐๐ฒ๐๐๐
โณ HttpClient calls hang forever waiting for responses
โณ Resource exhaustion brings down your entire service
โ Set HttpClient .Timeout and use CancellationTokenSource with timeout
๐ฐ/ ๐ก๐ผ๐ ๐บ๐ฎ๐ธ๐ถ๐ป๐ด ๐๐ต๐ฒ ๐ฒ๐ป๐๐ถ๐ฟ๐ฒ ๐ฐ๐ฎ๐น๐น ๐ฐ๐ต๐ฎ๐ถ๐ป ๐ฎ๐๐๐ป๐ฐ
โณ Mixing sync/async patterns breaks everything
โณ Deadlocks and poor scalability under load
โ Go async all the way: controller โ service โ repository
๐ฑ/ ๐จ๐๐ถ๐ป๐ด ๐ง๐ฎ๐๐ธ.๐ฅ๐๐ป ๐ถ๐ป๐๐ถ๐ฑ๐ฒ ๐ฐ๐ผ๐ป๐๐ฟ๐ผ๐น๐น๐ฒ๐ฟ๐/๐๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ๐
โณ Offloading I/O work to thread pool unnecessarily
โณ Context switching overhead kills performance
โ Use Task .Run only for CPU-intensive work, not I/O operations
๐ฒ/ ๐๐๐ณ๐ณ๐ฒ๐ฟ๐ถ๐ป๐ด ๐ต๐๐ด๐ฒ ๐ฝ๐ฎ๐๐น๐ผ๐ฎ๐ฑ๐ ๐ถ๐ป๐๐๐ฒ๐ฎ๐ฑ ๐ผ๐ณ ๐๐๐ฟ๐ฒ๐ฎ๐บ๐ถ๐ป๐ด
โณ Loading 500MB responses into memory at once
โณ OutOfMemoryException crashes your app
โ Use IAsyncEnumerable and Stream .CopyToAsync instead
๐ณ/ ๐จ๐๐ถ๐ป๐ด ๐ง๐ฎ๐๐ธ.๐ช๐ต๐ฒ๐ป๐๐น๐น ๐๐ถ๐๐ต๐ผ๐๐ ๐น๐ถ๐บ๐ถ๐๐
โณ Firing 1000 concurrent requests to external APIs
โณ Rate limiting and cascade failures
โ Control concurrency with small chunks or Parallel .ForEachAsync
๐ด/ ๐ง๐ต๐ฒ ๐ฎ๐๐๐ป๐ฐ ๐๐ผ๐ถ๐ฑ ๐๐ฟ๐ฎ๐ฝ
โณ async void methods outside event handlers
โณ Unhandled exceptions crash your entire process
โ Always return Task or Task
๐ต/ ๐๐ถ๐ฟ๐ฒ-๐ฎ๐ป๐ฑ-๐ณ๐ผ๐ฟ๐ด๐ฒ๐ ๐ฑ๐ถ๐๐ฎ๐๐๐ฒ๐ฟ๐
โณ Starting background tasks without proper tracking
โณ Silent failures and resource leaks everywhere
โ Use OutBox or BackgroundService to process background tasks
๐ญ๐ฌ/ ๐ ๐ถ๐๐๐ถ๐ป๐ด ๐๐ผ๐ป๐ณ๐ถ๐ด๐๐ฟ๐ฒ๐๐๐ฎ๐ถ๐(๐ณ๐ฎ๐น๐๐ฒ)
โณ Library code captures synchronization context unnecessarily
โ Use ConfigureAwait(false) in all library async methods
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โ
โป๏ธ Repost to help others avoid common async mistakes
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The instant I grow balls people don't show up anymore seriously I don't get people anymore like continue to show up or don't do it at all you people get me intrigued and thinking weird shit and then people pull this fucking crap getting sick of it and this is why I hate thisworld
@SurreyRCMP @surreyps @LangleyRCMP
@ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242
@ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242
@SurreyRCMP @surreyps @LangleyRCMP @ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242 @threadreaderapp unroll
Cops I am outside if you want me I'll be here at this link might go down but don't count on it I got 0 energy for anything I just want fresh air and listen to music in the quiet and I am 99% positive that dude won't show up again seriously fucking stupid......
@SurreyRCMP @surreyps @LangleyRCMP
@ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242
@ChrisPentecos @DonaldNNCIM21 @LangleyResident @BarbaraDoduk @Cdnwatcher @Istandtoreason @facepalmchris @trustednerd @felixcruggins @CultureGuard @WaxMyBallsShow @FranLa9 @kfurneaux20 @VernThurston @JonYaniv @JNonsense46242
